Mineral oil is what my local sewing repair person recommends but I use sewing machine oil and then a soft cotton t-shirt or old sock to buff it up. It shouldn't feel oily or have dirt rub off when you're done. What a shame you're parting with a cherished machine, but I hope it finds a good new home.